Department of Computer Science

Artificial Intelligence and Machine Learning

Fundamentals and practical impact of AI on businesses and societies.
Artificial Intelligence applications, illustration Matti Ahlgren

AI is a major focus area of Aalto University and the Department of Computer Science. Building on the department's strong tradition that includes neural network pioneers Teuvo Kohonen and Erkki Oja.

Our research contributes both to the fundamentals of AI across its many subfields, as well as to the accelerating practical impact AI has on businesses and societies.

The Department of Computer Science is a key player in the Finnish Center for Artificial Intelligence FCAI, a major ecosystem of academic, private and public sector partners.

Machine Learning Coffee Seminar
Researchers having a discussion in a meeting room with their laptops open on the table

Engineering enzymes with AI

A research team from Aalto University and VTT will construct a virtual laboratory for enzyme engineering, which will allow human-AI collaboration to flourish.

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Kuvituskuvassa on vaaleanpunaisella pohjalla mustavalkoiset ihmiskasvot ja niiden yläpuolella sinisävyinen piirroskuva aivoista. Kasvojen ympärillä on yksittäisiä sanoja kuten "jungle" ja "tomato" sekä aivosähkökäyrää symboloiva aaltoviiva.

Artificial intelligence to assist the brain

Neuroscience and neurotechnology are gaining a fresh ally in the form of artificial intelligence, which can assess dementia risk and enhance the effectiveness of depression treatments.

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Gan.uvia

Forbes AI Award to research on image-creating GAN models

The magazine pays tribute to the development of a model that starkly reduces the amount of data needed for generating new, artificial images

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Related research groups

Latest publications

Hercules

Moloud Abdar, Mohammad Amin Fahami, Leonardo Rundo, Petia Radeva, Alejandro Frangi, U. Rajendra Acharya, Abbas Khosravi, H. K. Lam, Alexander Jung, Saeid Nahavandi 2023 IEEE Transactions on Industrial Informatics

Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference

Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, Francois Xavier Briol 2023 Proceedings of the 40th International Conference on Machine Learning

Modeling needs user modeling

Mustafa Mert Çelikok, Pierre Alexandre Murena, Samuel Kaski 2023 Frontiers in Artificial Intelligence

Memory-Based Dual Gaussian Processes for Sequential Learning

Paul E. Chang, Prakhar Verma, S.T. John, Arno Solin, Mohammad Emtiyaz Khan 2023 Proceedings of the 40th International Conference on Machine Learning

Toward AI assistants that let designers design

Sebastiaan De Peuter, Antti Oulasvirta, Samuel Kaski 2023 AI Magazine

Zero-Shot Assistance in Sequential Decision Problems

Sebastiaan De Peuter, Samuel Kaski 2023

Visual Localization via Few-Shot Scene Region Classification

Siyan Dong, Shuzhe Wang, Yixin Zhuang, Juho Kannala, Marc Pollefeys, Baoquan Chen 2023 Proceedings - 2022 International Conference on 3D Vision, 3DV 2022

Casting the net far and wide: Aggregating and harmonizing epistolary metadata in collaboration with cultural heritage institutions

Senka Drobac, Johanna Enqvist, Petri Leskinen, Muhammad Wahjoe, Heikki Rantala, Mikko Koho, Ilona Pikkanen, Iida Jauhianinen, Jouni Tuominen, Hanna Leena Paloposki, Matti La Mela, Eero Hyvönen 2023

The Laborious Cleaning: Acquiring and Transforming 19th-Century Epistolary Metadata

Senka Drobac, Johanna Enqvist, Petri Leskinen, Muhammad Wahjoe, Heikki Rantala, Mikko Koho, Ilona Pikkanen, Iida Jauhianinen, Jouni Tuominen, Hanna Leena Paloposki, Matti La Mela, Eero Hyvönen 2023
More information on our research in the Research database.
Research database

Related units

Helsinki Institute for Information Technology HIIT (external link)

Collaborative institute for research on information technology.

HIIT logo
PML research gropu at department of computer science, photo Matti Ahlgren

Research in Computer Science

Research in the Department of Computer Science

Department of Computer Science
Mahine Learning researchers working at Department of Computer Science in Aalto University

Department of Computer Science

To foster future science and society.

Artistic depiction of a bright light in space / made by Ray Scipak

School of Science

Science for tomorrow’s technology, innovations and businesses

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